DocumentCode
1653895
Title
Efficient FPGA implementation of the DCD-RLS algorithm for stereo acoustic echo cancellation
Author
Stanciu, Cristian ; Anghel, Cristian ; Stanciu, Lucian
Author_Institution
Dept. of Telecommun., Univ. Politeh. of Bucharest, Bucharest, Romania
fYear
2015
Firstpage
1
Lastpage
4
Abstract
The development of teleconferencing systems has allowed the communication using two acoustic channels (stereo configuration). The corresponding standard acoustic echo cancellation process requires four adaptive filters with a considerable usage of hardware resources. In this context, the dichotomous coordinate descent (DCD) - recursive least-squares (RLS) algorithm, using the widely linear (WL) model, was proposed as an efficient alternative to the classical RLS solution. In this paper, an efficient Field Programmable Gate Array (FPGA) implementation of the DCD-RLS method is presented, with attractive numerical properties and good performance.
Keywords
adaptive filters; echo suppression; field programmable gate arrays; least squares approximations; teleconferencing; DCD-RLS algorithm; FPGA; WL model; acoustic channel; adaptive filter; dichotomous coordinate descent; field programmable gate array; hardware resource; recursive least-square; stereo acoustic echo cancellation; stereo configuration; teleconferencing system; widely linear model; Adaptation models; Adaptive filters; Algorithm design and analysis; Echo cancellers; Hardware; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Circuits and Systems (ISSCS), 2015 International Symposium on
Conference_Location
Iasi
Print_ISBN
978-1-4673-7487-3
Type
conf
DOI
10.1109/ISSCS.2015.7204008
Filename
7204008
Link To Document